{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f9465cb0",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'session' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-1-3e2e51a0efd4>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     67\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     68\u001b[0m \u001b[1;31m# send a POST request with headers\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 69\u001b[1;33m \u001b[0mr\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0msession\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpost\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mjson\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdumps\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpayload\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mheaders\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mheaders\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     70\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     71\u001b[0m \u001b[1;31m# extract the JSON data from the response\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mNameError\u001b[0m: name 'session' is not defined"
     ]
    }
   ],
   "source": [
    "from requests_html import HTMLSession\n",
    "import json\n",
    "url=\"https://apic.liepin.com/api/com.liepin.searchfront4c.pc-search-job\"\n",
    "payload = {\n",
    "    \"data\":{\n",
    "        \"mainSearchPcConditionForm\":{\n",
    "            \"city\":\"050020\",\n",
    "            \"dq\":\"050020\",\n",
    "            \"pubTime\":\"\",\n",
    "            \"currentPage\":0,\n",
    "            \"pageSize\":40,\n",
    "            \"key\":\"产品经理\",\n",
    "            \"suggestTag\":\"\",\n",
    "            \"workYearCode\":\"1\",\n",
    "            \"compId\":\"\",\n",
    "            \"compName\":\"\",\n",
    "            \"compTag\":\"\",\n",
    "            \"industry\":\"\",\n",
    "            \"salary\":\"\",\n",
    "            \"jobKind\":\"\",\n",
    "            \"compScale\":\"\",\n",
    "            \"compKind\":\"\",\n",
    "            \"compStage\":\"\",\n",
    "            \"eduLevel\":\"\",\n",
    "            \"otherCity\":\"\"\n",
    "        },\n",
    "        \"passThroughForm\":{\n",
    "            \"sfrom\":\"search_job_pc\",\n",
    "            \"ckId\":\"dj1o3t78uph5s0zc64vl5kprzlzwkw68\",\n",
    "            \"scene\":\"input\",\n",
    "            \"skId\":\"8tlual6b9r8p1cz9wmbrmic2ityo8lya\",\n",
    "            \"fkId\":\"6pribafo7dowepoizsmk0wp4rtnr31k8\"\n",
    "        }\n",
    "    }\n",
    "}\n",
    "\n",
    "#伪装浏览器普通用户访问\n",
    "headers = {\n",
    "'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '412',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie': '__gc_id=c6cb143f1dd942d6bd65b5fc30dd9455; __uuid=1679028387067.72; XSRF-TOKEN=UH8huvwpTv6t6qio3oBLOQ; __tlog=1680236490389.81%7C00000000%7C00000000%7C00000000%7C00000000; acw_tc=2760829b16802364916274153ea3634a30db54784953710df86b64d1b3fc3d; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1679028387,1679636666,1680236492; __session_seq=5; __uv_seq=5; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1680236637',\n",
    "    'Host': 'apic.liepin.com',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"macOS\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'\n",
    "}\n",
    "\n",
    "r = session.post(url, data=json.dumps(payload), headers=headers)\n",
    "response_data = r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "fea219be",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "ebf30f09",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload['data']['mainSearchPcConditionForm']['currentPage'] = 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "4c9bb9ad",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "   'dq': '050020',\n",
       "   'pubTime': '',\n",
       "   'currentPage': 2,\n",
       "   'pageSize': 40,\n",
       "   'key': '产品经理',\n",
       "   'suggestTag': '',\n",
       "   'workYearCode': '1',\n",
       "   'compId': '',\n",
       "   'compName': '',\n",
       "   'compTag': '',\n",
       "   'industry': '',\n",
       "   'salary': '',\n",
       "   'jobKind': '',\n",
       "   'compScale': '',\n",
       "   'compKind': '',\n",
       "   'compStage': '',\n",
       "   'eduLevel': '',\n",
       "   'otherCity': ''},\n",
       "  'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "   'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "   'scene': 'input',\n",
       "   'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "   'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}}"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "payload"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "c1f746c3",
   "metadata": {},
   "outputs": [],
   "source": [
    "import copy\n",
    "payload_list = []\n",
    "for i in range(10):\n",
    "    new_payload = copy.deepcopy(payload)\n",
    "    new_payload['data']['mainSearchPcConditionForm']['currentPage'] = i\n",
    "    payload_list.append(new_payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "55bb934f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 0,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}},\n",
       " {'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 1,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}},\n",
       " {'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 2,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}},\n",
       " {'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 3,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}},\n",
       " {'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 4,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}},\n",
       " {'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 5,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}},\n",
       " {'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 6,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}},\n",
       " {'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 7,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}},\n",
       " {'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 8,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}},\n",
       " {'data': {'mainSearchPcConditionForm': {'city': '050020',\n",
       "    'dq': '050020',\n",
       "    'pubTime': '',\n",
       "    'currentPage': 9,\n",
       "    'pageSize': 40,\n",
       "    'key': '产品经理',\n",
       "    'suggestTag': '',\n",
       "    'workYearCode': '1',\n",
       "    'compId': '',\n",
       "    'compName': '',\n",
       "    'compTag': '',\n",
       "    'industry': '',\n",
       "    'salary': '',\n",
       "    'jobKind': '',\n",
       "    'compScale': '',\n",
       "    'compKind': '',\n",
       "    'compStage': '',\n",
       "    'eduLevel': '',\n",
       "    'otherCity': ''},\n",
       "   'passThroughForm': {'sfrom': 'search_job_pc',\n",
       "    'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "    'scene': 'input',\n",
       "    'skId': '8tlual6b9r8p1cz9wmbrmic2ityo8lya',\n",
       "    'fkId': '6pribafo7dowepoizsmk0wp4rtnr31k8'}}}]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " payload_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "3bafc4c9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8c087440",
   "metadata": {},
   "outputs": [],
   "source": [
    "for payload in payload_list:\n",
    "    r = session.post(url, data=json.dumps(payload), headers=headers)\n",
    "    response_data = r.json()\n",
    "    df = pd.json_normalize(response_data['data']['data']['jobCardList'])\n",
    "    display(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "5598ca82",
   "metadata": {},
   "outputs": [],
   "source": [
    "产品经理_应届_广州 = r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "3e1d8886",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataParams</th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.title</th>\n",
       "      <th>...</th>\n",
       "      <th>job.dataPromId</th>\n",
       "      <th>job.requireEduLevel</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>comp.compStage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"f7de5de3cbf7fd89b9bfd...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>873330</td>\n",
       "      <td>日化</td>\n",
       "      <td>54d1e9c6712e7147fd813b3801a.png</td>\n",
       "      <td>广州宝洁有限公司</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/873330/</td>\n",
       "      <td>[to C, 电子商务, 消费品]</td>\n",
       "      <td>eWMS产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>冯先生</td>\n",
       "      <td>Recruiter</td>\n",
       "      <td>fadfc2ceb1f0029d4ad85438c465a917</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>f7de5de3cbf7fd89b9bfda7f445931e2</td>\n",
       "      <td>63a9534728c57209b0f4aa0505u.png</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"5f7637977411b86467332...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13103111</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>广州奥昆食品有限公司</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>https://www.liepin.com/company/13103111/</td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理（高级产品经理&amp;资深产品经理）</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>巢女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>6ab9ed693b6c1c9ef72c2cb241b5d2db</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>5f7637977411b86467332ec93bce4deb</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"5101bdeab7487e5c1d0a1...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>8635284</td>\n",
       "      <td>IT服务</td>\n",
       "      <td>63b4d9f0a0380858a9711da306u.png</td>\n",
       "      <td>嘉为科技</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/8635284/</td>\n",
       "      <td>[to B]</td>\n",
       "      <td>（储备）产品经理--20-22届本科</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>黎先生</td>\n",
       "      <td>HR</td>\n",
       "      <td>c819e8883726ef7e8f669bb17ec3d8eb</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>5101bdeab7487e5c1d0a1fdec36fba93</td>\n",
       "      <td>5f8f986bdfb13a7dee342f2108u.jpg</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"5101bdeab7487e5c1d0a1...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>8635284</td>\n",
       "      <td>IT服务</td>\n",
       "      <td>63b4d9f0a0380858a9711da306u.png</td>\n",
       "      <td>嘉为科技</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/8635284/</td>\n",
       "      <td>[to B]</td>\n",
       "      <td>（储备）产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>硕士</td>\n",
       "      <td>黎先生</td>\n",
       "      <td>HR</td>\n",
       "      <td>c819e8883726ef7e8f669bb17ec3d8eb</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>5101bdeab7487e5c1d0a1fdec36fba93</td>\n",
       "      <td>5f8f986bdfb13a7dee342f2108u.jpg</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"7ca01ec408ef1d30ae8e4...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9874217</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>60ab7b474005a2070875f99702u.png</td>\n",
       "      <td>广发证券股份有限公司广州分公司</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/9874217/</td>\n",
       "      <td>[金融产品]</td>\n",
       "      <td>金融产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>纪女士</td>\n",
       "      <td></td>\n",
       "      <td>dfd87038bcffad82351ff05530f680dd</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>7ca01ec408ef1d30ae8e48b4e676e58b</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"4c1479d6012e7b86caa97...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9550328</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>5d00cd29501544662c97ebe001u.jpg</td>\n",
       "      <td>合创汽车</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>https://www.liepin.com/company/9550328/</td>\n",
       "      <td>[]</td>\n",
       "      <td>车产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>覃女士</td>\n",
       "      <td>信息化总监</td>\n",
       "      <td>a52981d937e43ae4351ff05530f680dd</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>4c1479d6012e7b86caa970d322aac25f</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"e2c8dc64bf6351839e99c...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9838667</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>广州视臻信息科技有限公司</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>https://www.liepin.com/company/9838667/</td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>黄先生</td>\n",
       "      <td>产品助理</td>\n",
       "      <td>f07475d7118ceba61b4fb320fc878e26</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>e2c8dc64bf6351839e99cda7b2bf580a</td>\n",
       "      <td>5f8f986bdfb13a7dee342f2108u.jpg</td>\n",
       "      <td>战略投资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"b4e202c249d928a12ab21...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>12569735</td>\n",
       "      <td>酒店/民宿</td>\n",
       "      <td>603470aab9834220c1e1405904u.jpg</td>\n",
       "      <td>广州视界行旅行社有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>https://www.liepin.com/company/12569735/</td>\n",
       "      <td>[BD，业务，采购，, 酒店/旅行社合作]</td>\n",
       "      <td>酒店签约产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>中专/中技</td>\n",
       "      <td>李先生</td>\n",
       "      <td>运营总监</td>\n",
       "      <td>84d19e79d4adc2a504612e645251413c</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>b4e202c249d928a12ab21b867543c76b</td>\n",
       "      <td>603486248f5866739fffda8207u.png</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"913622d8dc81eb0e78ae6...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>12691289</td>\n",
       "      <td>科技金融</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>嘉联支付有限公司广州分公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/12691289/</td>\n",
       "      <td>[支付产品, 支付行业, 产品设计, 用户研究, 产品规划]</td>\n",
       "      <td>储备干部—产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>d0ae3dde372a86174383db9bf147ecbd</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>913622d8dc81eb0e78ae6c25a4ad1833</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"b7b40e6c60ce3f83edfb0...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9874217</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>60ab7b474005a2070875f99702u.png</td>\n",
       "      <td>广发证券股份有限公司广州分公司</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/9874217/</td>\n",
       "      <td>[金融产品]</td>\n",
       "      <td>金融产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>谢先生</td>\n",
       "      <td></td>\n",
       "      <td>b7b0d28a0fa67da1f4067025f1d6ce6f</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>b7b40e6c60ce3f83edfb03140d359c64</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"bff8ec01d90be3ea5ed16...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13271473</td>\n",
       "      <td>政府/公共事业</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>琶洲实验室(黄埔)</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/13271473/</td>\n",
       "      <td>[AI人工智能产品, 增长产品, 电子/半导体/集成电路, 人工智能, 科研/技术服务, 制...</td>\n",
       "      <td>工业软件类产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>陈先生</td>\n",
       "      <td></td>\n",
       "      <td>cde70153db2be71b46fdeacabc467e13</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>bff8ec01d90be3ea5ed16923a471d079</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"9d9295f7a1f638c6236e4...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9874217</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>60ab7b474005a2070875f99702u.png</td>\n",
       "      <td>广发证券股份有限公司广州分公司</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/9874217/</td>\n",
       "      <td>[金融产品]</td>\n",
       "      <td>金融产品经理（荔湾）</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>李女士</td>\n",
       "      <td></td>\n",
       "      <td>a1326b4aa031c190160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>9d9295f7a1f638c6236e426b5716e306</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"d240723b0e912c8397fdb...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>8547388</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>6242b195ca47ff43908033f907u.png</td>\n",
       "      <td>广电运通金融电子</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/8547388/</td>\n",
       "      <td>[产品设计, 需求分析, 产品规划, 交互设计]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>屈女士</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>ae4d6cfa4ade940c9b424d05e277c733</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>d240723b0e912c8397fdbbeae47fcb1b</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>沪深A股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"a5d05993b050ad56f6852...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13208193</td>\n",
       "      <td>专业技术服务</td>\n",
       "      <td>619e50261bd4fb704e69060c01u.jpg</td>\n",
       "      <td>上海樊戈网络科技中心</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/13208193/</td>\n",
       "      <td>[需求分析, 产品设计, Axure, 售前产品]</td>\n",
       "      <td>广州～产品经理（留学背景）～年薪28万</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>龚女士</td>\n",
       "      <td>招聘经理/主管</td>\n",
       "      <td>f9d0def780266d5418a804205eca07ce</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>a5d05993b050ad56f68528d02718593c</td>\n",
       "      <td>627604679b71fd2f760f43b307u.png</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"2d5b7f3f9079eb1510d3d...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13304915</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>634e43cd5f9dbd49324c45d307u.png</td>\n",
       "      <td>超境汽车</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/13304915/</td>\n",
       "      <td>[产品研发, 售后精品, 汽车周边, 产品管理]</td>\n",
       "      <td>综合产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>齐先生</td>\n",
       "      <td>产品部负责人</td>\n",
       "      <td>0c36a1c214fef01084fd6902234556e6</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>2d5b7f3f9079eb1510d3dc2c58900bee</td>\n",
       "      <td>640aef4747903463b532bd2c01u.png</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"9ba47e9cb781604871dc7...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>12322507</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>三和创赢资产管理(深圳)有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>https://www.liepin.com/company/12322507/</td>\n",
       "      <td>[]</td>\n",
       "      <td>基金产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>范先生</td>\n",
       "      <td>人力资源总监</td>\n",
       "      <td>1f47205dfe869e16ee7b65a82243fe9b</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>9ba47e9cb781604871dc722f3e2cde0f</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"ac53287cf887cb447b255...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>12832725</td>\n",
       "      <td>旅游</td>\n",
       "      <td>60f0ea83310b5804943562da04u.png</td>\n",
       "      <td>广州喜玩国际旅行社有限公司</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/12832725/</td>\n",
       "      <td>[酒店行业, 烟草酒水, 住宿/餐饮业, 旅游行业]</td>\n",
       "      <td>境外酒店产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>杨女士</td>\n",
       "      <td></td>\n",
       "      <td>e2fcfbd34022bdbe8d0518f0e699d577</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>ac53287cf887cb447b2552f18be0733a</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"d2ac9a8cac5bbad3e8c85...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>8586248</td>\n",
       "      <td>制药</td>\n",
       "      <td>5bfe92c074719d9f609a7b5803a.png</td>\n",
       "      <td>上药国风</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>https://www.liepin.com/company/8586248/</td>\n",
       "      <td>[有药品推广经验]</td>\n",
       "      <td>学术专员，产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>冯先生</td>\n",
       "      <td>南方分公司总经理</td>\n",
       "      <td>d923c64c949977aa4a7a04e7d95591ea</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>d2ac9a8cac5bbad3e8c85cbad3b5eaf1</td>\n",
       "      <td>60fa5ce8df272149fdbf40d404u.png</td>\n",
       "      <td>战略投资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"8a61e0b7e42060b225a8a...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9848125</td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>5c666954261c45f22d52ea6306u.jpg</td>\n",
       "      <td>深圳市新产业生物医学工程股份有限公司</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>https://www.liepin.com/company/9848125/</td>\n",
       "      <td>[市场调研]</td>\n",
       "      <td>产品经理（学术推广）-广东</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>硕士</td>\n",
       "      <td>杨女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>f8bf248bb5cd4ab8882b84a174d57208</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>8a61e0b7e42060b225a8a83c0cbc4e49</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>沪深A股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"aad3d8eccb18b5d98f883...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13222749</td>\n",
       "      <td>专业技术服务</td>\n",
       "      <td>61a300391bd4fb704ed9330d05u.jpg</td>\n",
       "      <td>广东货多多物流科技股份有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/13222749/</td>\n",
       "      <td>[直播, 数据分析]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>庞先生</td>\n",
       "      <td>招聘顾问</td>\n",
       "      <td>c8360f4548e3ad196c5c4f00792ec441</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>aad3d8eccb18b5d98f883f916cd83b3b</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"9ba47e9cb781604871dc7...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>12322507</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>三和创赢资产管理(深圳)有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>https://www.liepin.com/company/12322507/</td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>范先生</td>\n",
       "      <td>人力资源总监</td>\n",
       "      <td>1f47205dfe869e16ee7b65a82243fe9b</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>9ba47e9cb781604871dc722f3e2cde0f</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"15e0f493a55c14bb6f349...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13453209</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>6244e71f327ecf47c93d38e307u.jpg</td>\n",
       "      <td>广发证券股份有限公司广州农林下路证券营业部</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/13453209/</td>\n",
       "      <td>[金融产品经理, 五险一金, 定期体检, 带薪年假, 专业培训, 绩效奖金]</td>\n",
       "      <td>广发证券股份有限公司广州农林下路证券营业部-金融产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>余女士</td>\n",
       "      <td>营销总监</td>\n",
       "      <td>d84cb81ad76214c4c5715bb95c1c6de6</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>15e0f493a55c14bb6f3493ae47691f5b</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"6a7083e1f3e2922d3b5fb...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>10157239</td>\n",
       "      <td>生物技术</td>\n",
       "      <td>5f5efd659d37de58797398ed01u.png</td>\n",
       "      <td>予果生物</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/10157239/</td>\n",
       "      <td>[]</td>\n",
       "      <td>区域产品经理（mNGS）-西安/广州/上海</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>硕士</td>\n",
       "      <td>王女士</td>\n",
       "      <td>人力资源伙伴(HRBP)</td>\n",
       "      <td>1fb3e61f8926f499f4067025f1d6ce6f</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>6a7083e1f3e2922d3b5fb2b9a2385c0d</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"93f83bf9782514f16a294...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9979087</td>\n",
       "      <td>其他金融</td>\n",
       "      <td>62356300eb1f3f771fc8d74905u.jpg</td>\n",
       "      <td>壹帮贷</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/9979087/</td>\n",
       "      <td>[产品]</td>\n",
       "      <td>金融产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>颜女士</td>\n",
       "      <td>人事</td>\n",
       "      <td>f4bc28e61040dab1c93dddf05a795d5c</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>93f83bf9782514f16a294ddee29b6df1</td>\n",
       "      <td>6353b3472543000378bf170d06u.png</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"ac53287cf887cb447b255...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>12832725</td>\n",
       "      <td>旅游</td>\n",
       "      <td>60f0ea83310b5804943562da04u.png</td>\n",
       "      <td>广州喜玩国际旅行社有限公司</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/12832725/</td>\n",
       "      <td>[韩语]</td>\n",
       "      <td>韩国酒店产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>杨女士</td>\n",
       "      <td></td>\n",
       "      <td>e2fcfbd34022bdbe8d0518f0e699d577</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>ac53287cf887cb447b2552f18be0733a</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"5b9ab7c2faadaf65ab11e...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>7863078</td>\n",
       "      <td>互联网</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>[电商, 产品, 供应链]</td>\n",
       "      <td>国际化电商-供应链产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>黄女士</td>\n",
       "      <td>招聘经理/主管</td>\n",
       "      <td>3243574f293a8d900e33f8ac54fbf39e</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>5b9ab7c2faadaf65ab11eb16ab3fb853</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"4e366650a4524c9c02563...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>1620248</td>\n",
       "      <td>制药</td>\n",
       "      <td>5bfea50674719d2aa34cd5f403a.png</td>\n",
       "      <td>大参林集团</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/1620248/</td>\n",
       "      <td>[平台产品, 产品规划, 产品设计, Axure, 需求挖掘, 后台产品, 医疗行业, to...</td>\n",
       "      <td>高级产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>黄女士</td>\n",
       "      <td>总监</td>\n",
       "      <td>92e4013889b441b5fdb07c5a03f49b8b</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>4e366650a4524c9c02563d153d186cb7</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>沪深A股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"035019597e87d5ef086c2...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>8955108</td>\n",
       "      <td>互联网</td>\n",
       "      <td>5948f6cf70320c7ee1a312fc04a.jpg</td>\n",
       "      <td>希沃</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/8955108/</td>\n",
       "      <td>[高教 硬件 产品]</td>\n",
       "      <td>智能硬件产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>周先生</td>\n",
       "      <td>总监</td>\n",
       "      <td>1f3f288eab588bce947e89eb780464e7</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>035019597e87d5ef086c23f9697d1904</td>\n",
       "      <td>61b86c40e24e9163b57e2e6907u.png</td>\n",
       "      <td>战略投资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"724911bf520dc40d8f996...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13413369</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>广州娇肤兰科技有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/13413369/</td>\n",
       "      <td>[定价/竞价产品, 海外产品, 策略产品, 化妆品, 市场调研, 产品规划, 用户研究, 竞...</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>胡先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>8293df70a31e423293e1abff31d45a23</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>724911bf520dc40d8f99608c7d1ee0af</td>\n",
       "      <td>63e98cf04b15ad2cab01b29804u.png</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"b6316bedce83f31ea70e6...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>8620614</td>\n",
       "      <td>生物技术</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>深圳承启生物科技有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>https://www.liepin.com/company/8620614/</td>\n",
       "      <td>[高通量测序, 质谱, 组学]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>硕士</td>\n",
       "      <td>马女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>6067d2c624a88faaf0e943e3aa9ed4a9</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>b6316bedce83f31ea70e655910d89215</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"2163b67679c30c9e97837...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13185809</td>\n",
       "      <td>科技金融</td>\n",
       "      <td>62539bd454fa06672bd3111f05u.jpg</td>\n",
       "      <td>惠龙邦</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>https://www.liepin.com/company/13185809/</td>\n",
       "      <td>[金融产品, 风控产品, AI人工智能产品]</td>\n",
       "      <td>金融数据产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>曾先生</td>\n",
       "      <td>产品总监</td>\n",
       "      <td>620a8f9c7cea1534b0b324cf6014f601</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>2163b67679c30c9e978371017cab98df</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>天使轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"016401daaa0cb71506c5a...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9368866</td>\n",
       "      <td>科技金融</td>\n",
       "      <td>5d09f63f9fae687d4394e9ef08u.jpg</td>\n",
       "      <td>广州晨灏科技有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/9368866/</td>\n",
       "      <td>[需求分析, 产品设计, 流程设计, 产品优化, 金融产品, 基金产品, 中台产品, 后台产...</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>招聘负责人</td>\n",
       "      <td>5a4978f53b05f0284383db9bf147ecbd</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>016401daaa0cb71506c5ac9f0884a611</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"fbacd66b8dfcad8590260...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13252887</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>武汉花弘私募基金管理有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>https://www.liepin.com/company/13252887/</td>\n",
       "      <td>[基金类, 互联网金融类, 股票类]</td>\n",
       "      <td>基金产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>任先生</td>\n",
       "      <td>人事经理</td>\n",
       "      <td>56fd98006a03185c4eb3c85621fabd5f</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>fbacd66b8dfcad85902603f9a39d9d15</td>\n",
       "      <td>636211157f270e6a8bfd345002u.png</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"046651172d64e09f5d02a...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>8908817</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>6196092ccebef22fcca2f36f01u.png</td>\n",
       "      <td>小鹏汽车</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/8908817/</td>\n",
       "      <td>[]</td>\n",
       "      <td>汽车金融产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>辛女士</td>\n",
       "      <td>HRBP</td>\n",
       "      <td>bae16f032a7686744d9e7338a5c7bfca</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>046651172d64e09f5d02a9af6547b82b</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>美股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"76fd9923d36f29acbba67...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9630390</td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>5df710cecd52473b9406564e04u.png</td>\n",
       "      <td>重庆新赛亚生物科技有限公司</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/9630390/</td>\n",
       "      <td>[]</td>\n",
       "      <td>国际产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>娄先生</td>\n",
       "      <td>HRBP</td>\n",
       "      <td>2ffa8fb08c70eb0af7021d47b9950d0b</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>76fd9923d36f29acbba676ac01c0312a</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"979e59e135a854bf967bd...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9874217</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>60ab7b474005a2070875f99702u.png</td>\n",
       "      <td>广发证券股份有限公司广州分公司</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/9874217/</td>\n",
       "      <td>[]</td>\n",
       "      <td>广发证券金融产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>周先生</td>\n",
       "      <td></td>\n",
       "      <td>89fc4deb60552f583417a188cf69ded9</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>979e59e135a854bf967bde6368a9a19c</td>\n",
       "      <td>5f8f9868f6d1ab58476f24a008u.jpg</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"2f49d3dfa934a160d47ac...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>1070270</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>608929f85e8a1c32e33be8c504u.png</td>\n",
       "      <td>中望软件</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>https://www.liepin.com/company/1070270/</td>\n",
       "      <td>[计算机软件, 产品规划, 数据挖掘]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>陈先生</td>\n",
       "      <td>其他语种翻译</td>\n",
       "      <td>c36057184e0696cc4972a0b8938edc49</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>2f49d3dfa934a160d47ac53f904b0a35</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>科创板上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"669e5f90772d8c1feb368...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>9874217</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>60ab7b474005a2070875f99702u.png</td>\n",
       "      <td>广发证券股份有限公司广州分公司</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/9874217/</td>\n",
       "      <td>[金融产品]</td>\n",
       "      <td>金融产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>李女士</td>\n",
       "      <td></td>\n",
       "      <td>02e35f2a08b9fc5c3fdfd48a60fa880f</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>669e5f90772d8c1feb368512b0f92d2f</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"8d854a54839b5e4540bd2...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>13328275</td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>广州市雨锦高新科技有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/13328275/</td>\n",
       "      <td>[医院]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>汪先生</td>\n",
       "      <td>服务员</td>\n",
       "      <td>ad1153524f4737fa4b595caf25f6eb7a</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>8d854a54839b5e4540bd293bbc773165</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"d011cf1ea9220037dae46...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>12447389</td>\n",
       "      <td>专业技术服务</td>\n",
       "      <td>61c1924e642c8c0bf718876205u.png</td>\n",
       "      <td>广金征信</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/12447389/</td>\n",
       "      <td>[国企, 13薪, 年终奖]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>胡先生</td>\n",
       "      <td>产品创新部副总经理（主持工作）</td>\n",
       "      <td>cfb884197789c25a966d2c65245014c5</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>d011cf1ea9220037dae4678703cb61f9</td>\n",
       "      <td>5f8f9868f6d1ab58476f24a008u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           dataParams  \\\n",
       "0   {\"jobKind\":\"2\",\"userId\":\"f7de5de3cbf7fd89b9bfd...   \n",
       "1   {\"jobKind\":\"2\",\"userId\":\"5f7637977411b86467332...   \n",
       "2   {\"jobKind\":\"2\",\"userId\":\"5101bdeab7487e5c1d0a1...   \n",
       "3   {\"jobKind\":\"2\",\"userId\":\"5101bdeab7487e5c1d0a1...   \n",
       "4   {\"jobKind\":\"2\",\"userId\":\"7ca01ec408ef1d30ae8e4...   \n",
       "5   {\"jobKind\":\"2\",\"userId\":\"4c1479d6012e7b86caa97...   \n",
       "6   {\"jobKind\":\"2\",\"userId\":\"e2c8dc64bf6351839e99c...   \n",
       "7   {\"jobKind\":\"2\",\"userId\":\"b4e202c249d928a12ab21...   \n",
       "8   {\"jobKind\":\"2\",\"userId\":\"913622d8dc81eb0e78ae6...   \n",
       "9   {\"jobKind\":\"2\",\"userId\":\"b7b40e6c60ce3f83edfb0...   \n",
       "10  {\"jobKind\":\"2\",\"userId\":\"bff8ec01d90be3ea5ed16...   \n",
       "11  {\"jobKind\":\"2\",\"userId\":\"9d9295f7a1f638c6236e4...   \n",
       "12  {\"jobKind\":\"2\",\"userId\":\"d240723b0e912c8397fdb...   \n",
       "13  {\"jobKind\":\"2\",\"userId\":\"a5d05993b050ad56f6852...   \n",
       "14  {\"jobKind\":\"2\",\"userId\":\"2d5b7f3f9079eb1510d3d...   \n",
       "15  {\"jobKind\":\"2\",\"userId\":\"9ba47e9cb781604871dc7...   \n",
       "16  {\"jobKind\":\"2\",\"userId\":\"ac53287cf887cb447b255...   \n",
       "17  {\"jobKind\":\"2\",\"userId\":\"d2ac9a8cac5bbad3e8c85...   \n",
       "18  {\"jobKind\":\"2\",\"userId\":\"8a61e0b7e42060b225a8a...   \n",
       "19  {\"jobKind\":\"2\",\"userId\":\"aad3d8eccb18b5d98f883...   \n",
       "20  {\"jobKind\":\"2\",\"userId\":\"9ba47e9cb781604871dc7...   \n",
       "21  {\"jobKind\":\"2\",\"userId\":\"15e0f493a55c14bb6f349...   \n",
       "22  {\"jobKind\":\"2\",\"userId\":\"6a7083e1f3e2922d3b5fb...   \n",
       "23  {\"jobKind\":\"2\",\"userId\":\"93f83bf9782514f16a294...   \n",
       "24  {\"jobKind\":\"2\",\"userId\":\"ac53287cf887cb447b255...   \n",
       "25  {\"jobKind\":\"2\",\"userId\":\"5b9ab7c2faadaf65ab11e...   \n",
       "26  {\"jobKind\":\"2\",\"userId\":\"4e366650a4524c9c02563...   \n",
       "27  {\"jobKind\":\"2\",\"userId\":\"035019597e87d5ef086c2...   \n",
       "28  {\"jobKind\":\"2\",\"userId\":\"724911bf520dc40d8f996...   \n",
       "29  {\"jobKind\":\"2\",\"userId\":\"b6316bedce83f31ea70e6...   \n",
       "30  {\"jobKind\":\"2\",\"userId\":\"2163b67679c30c9e97837...   \n",
       "31  {\"jobKind\":\"2\",\"userId\":\"016401daaa0cb71506c5a...   \n",
       "32  {\"jobKind\":\"2\",\"userId\":\"fbacd66b8dfcad8590260...   \n",
       "33  {\"jobKind\":\"2\",\"userId\":\"046651172d64e09f5d02a...   \n",
       "34  {\"jobKind\":\"2\",\"userId\":\"76fd9923d36f29acbba67...   \n",
       "35  {\"jobKind\":\"2\",\"userId\":\"979e59e135a854bf967bd...   \n",
       "36  {\"jobKind\":\"2\",\"userId\":\"2f49d3dfa934a160d47ac...   \n",
       "37  {\"jobKind\":\"2\",\"userId\":\"669e5f90772d8c1feb368...   \n",
       "38  {\"jobKind\":\"2\",\"userId\":\"8d854a54839b5e4540bd2...   \n",
       "39  {\"jobKind\":\"2\",\"userId\":\"d011cf1ea9220037dae46...   \n",
       "\n",
       "                                             dataInfo  comp.compId  \\\n",
       "0   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...       873330   \n",
       "1   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13103111   \n",
       "2   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      8635284   \n",
       "3   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      8635284   \n",
       "4   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9874217   \n",
       "5   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9550328   \n",
       "6   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9838667   \n",
       "7   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     12569735   \n",
       "8   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     12691289   \n",
       "9   %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9874217   \n",
       "10  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13271473   \n",
       "11  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9874217   \n",
       "12  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      8547388   \n",
       "13  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13208193   \n",
       "14  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13304915   \n",
       "15  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     12322507   \n",
       "16  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     12832725   \n",
       "17  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      8586248   \n",
       "18  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9848125   \n",
       "19  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13222749   \n",
       "20  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     12322507   \n",
       "21  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13453209   \n",
       "22  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     10157239   \n",
       "23  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9979087   \n",
       "24  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     12832725   \n",
       "25  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      7863078   \n",
       "26  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      1620248   \n",
       "27  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      8955108   \n",
       "28  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13413369   \n",
       "29  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      8620614   \n",
       "30  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13185809   \n",
       "31  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9368866   \n",
       "32  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13252887   \n",
       "33  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      8908817   \n",
       "34  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9630390   \n",
       "35  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9874217   \n",
       "36  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      1070270   \n",
       "37  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...      9874217   \n",
       "38  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     13328275   \n",
       "39  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...     12447389   \n",
       "\n",
       "   comp.compIndustry                    comp.compLogo          comp.compName  \\\n",
       "0                 日化  54d1e9c6712e7147fd813b3801a.png               广州宝洁有限公司   \n",
       "1           食品/饮料/酒水  61b07937d0458d53c627567e02u.jpg             广州奥昆食品有限公司   \n",
       "2               IT服务  63b4d9f0a0380858a9711da306u.png                   嘉为科技   \n",
       "3               IT服务  63b4d9f0a0380858a9711da306u.png                   嘉为科技   \n",
       "4           基金/证券/期货  60ab7b474005a2070875f99702u.png        广发证券股份有限公司广州分公司   \n",
       "5               整车制造  5d00cd29501544662c97ebe001u.jpg                   合创汽车   \n",
       "6              计算机软件  61b07937d0458d53c627567e02u.jpg           广州视臻信息科技有限公司   \n",
       "7              酒店/民宿  603470aab9834220c1e1405904u.jpg           广州视界行旅行社有限公司   \n",
       "8               科技金融  61b07937d0458d53c627567e02u.jpg          嘉联支付有限公司广州分公司   \n",
       "9           基金/证券/期货  60ab7b474005a2070875f99702u.png        广发证券股份有限公司广州分公司   \n",
       "10           政府/公共事业  61b07937d0458d53c627567e02u.jpg              琶洲实验室(黄埔)   \n",
       "11          基金/证券/期货  60ab7b474005a2070875f99702u.png        广发证券股份有限公司广州分公司   \n",
       "12             计算机软件  6242b195ca47ff43908033f907u.png               广电运通金融电子   \n",
       "13            专业技术服务  619e50261bd4fb704e69060c01u.jpg             上海樊戈网络科技中心   \n",
       "14              整车制造  634e43cd5f9dbd49324c45d307u.png                   超境汽车   \n",
       "15          基金/证券/期货  61b07937d0458d53c627567e02u.jpg       三和创赢资产管理(深圳)有限公司   \n",
       "16                旅游  60f0ea83310b5804943562da04u.png          广州喜玩国际旅行社有限公司   \n",
       "17                制药  5bfe92c074719d9f609a7b5803a.png                   上药国风   \n",
       "18              医疗器械  5c666954261c45f22d52ea6306u.jpg     深圳市新产业生物医学工程股份有限公司   \n",
       "19            专业技术服务  61a300391bd4fb704ed9330d05u.jpg        广东货多多物流科技股份有限公司   \n",
       "20          基金/证券/期货  61b07937d0458d53c627567e02u.jpg       三和创赢资产管理(深圳)有限公司   \n",
       "21          基金/证券/期货  6244e71f327ecf47c93d38e307u.jpg  广发证券股份有限公司广州农林下路证券营业部   \n",
       "22              生物技术  5f5efd659d37de58797398ed01u.png                   予果生物   \n",
       "23              其他金融  62356300eb1f3f771fc8d74905u.jpg                    壹帮贷   \n",
       "24                旅游  60f0ea83310b5804943562da04u.png          广州喜玩国际旅行社有限公司   \n",
       "25               互联网  5d887b5528021708fa52b44403u.jpg                   字节跳动   \n",
       "26                制药  5bfea50674719d2aa34cd5f403a.png                  大参林集团   \n",
       "27               互联网  5948f6cf70320c7ee1a312fc04a.jpg                     希沃   \n",
       "28              电子商务  61b07937d0458d53c627567e02u.jpg            广州娇肤兰科技有限公司   \n",
       "29              生物技术  61b07937d0458d53c627567e02u.jpg           深圳承启生物科技有限公司   \n",
       "30              科技金融  62539bd454fa06672bd3111f05u.jpg                    惠龙邦   \n",
       "31              科技金融  5d09f63f9fae687d4394e9ef08u.jpg             广州晨灏科技有限公司   \n",
       "32          基金/证券/期货  61b07937d0458d53c627567e02u.jpg         武汉花弘私募基金管理有限公司   \n",
       "33              整车制造  6196092ccebef22fcca2f36f01u.png                   小鹏汽车   \n",
       "34              医疗器械  5df710cecd52473b9406564e04u.png          重庆新赛亚生物科技有限公司   \n",
       "35          基金/证券/期货  60ab7b474005a2070875f99702u.png        广发证券股份有限公司广州分公司   \n",
       "36             计算机软件  608929f85e8a1c32e33be8c504u.png                   中望软件   \n",
       "37          基金/证券/期货  60ab7b474005a2070875f99702u.png        广发证券股份有限公司广州分公司   \n",
       "38              医疗器械  61b07937d0458d53c627567e02u.jpg          广州市雨锦高新科技有限公司   \n",
       "39            专业技术服务  61c1924e642c8c0bf718876205u.png                   广金征信   \n",
       "\n",
       "   comp.compScale                                 comp.link  \\\n",
       "0        10000人以上    https://www.liepin.com/company/873330/   \n",
       "1      1000-2000人  https://www.liepin.com/company/13103111/   \n",
       "2        500-999人   https://www.liepin.com/company/8635284/   \n",
       "3        500-999人   https://www.liepin.com/company/8635284/   \n",
       "4      2000-5000人   https://www.liepin.com/company/9874217/   \n",
       "5      1000-2000人   https://www.liepin.com/company/9550328/   \n",
       "6     5000-10000人   https://www.liepin.com/company/9838667/   \n",
       "7           1-49人  https://www.liepin.com/company/12569735/   \n",
       "8          50-99人  https://www.liepin.com/company/12691289/   \n",
       "9      2000-5000人   https://www.liepin.com/company/9874217/   \n",
       "10       100-499人  https://www.liepin.com/company/13271473/   \n",
       "11     2000-5000人   https://www.liepin.com/company/9874217/   \n",
       "12       10000人以上   https://www.liepin.com/company/8547388/   \n",
       "13         50-99人  https://www.liepin.com/company/13208193/   \n",
       "14       100-499人  https://www.liepin.com/company/13304915/   \n",
       "15          1-49人  https://www.liepin.com/company/12322507/   \n",
       "16       100-499人  https://www.liepin.com/company/12832725/   \n",
       "17    5000-10000人   https://www.liepin.com/company/8586248/   \n",
       "18     1000-2000人   https://www.liepin.com/company/9848125/   \n",
       "19         50-99人  https://www.liepin.com/company/13222749/   \n",
       "20          1-49人  https://www.liepin.com/company/12322507/   \n",
       "21         50-99人  https://www.liepin.com/company/13453209/   \n",
       "22       100-499人  https://www.liepin.com/company/10157239/   \n",
       "23         50-99人   https://www.liepin.com/company/9979087/   \n",
       "24       100-499人  https://www.liepin.com/company/12832725/   \n",
       "25       10000人以上   https://www.liepin.com/company/7863078/   \n",
       "26       10000人以上   https://www.liepin.com/company/1620248/   \n",
       "27     2000-5000人   https://www.liepin.com/company/8955108/   \n",
       "28         50-99人  https://www.liepin.com/company/13413369/   \n",
       "29          1-49人   https://www.liepin.com/company/8620614/   \n",
       "30          1-49人  https://www.liepin.com/company/13185809/   \n",
       "31         50-99人   https://www.liepin.com/company/9368866/   \n",
       "32          1-49人  https://www.liepin.com/company/13252887/   \n",
       "33       10000人以上   https://www.liepin.com/company/8908817/   \n",
       "34       100-499人   https://www.liepin.com/company/9630390/   \n",
       "35     2000-5000人   https://www.liepin.com/company/9874217/   \n",
       "36     1000-2000人   https://www.liepin.com/company/1070270/   \n",
       "37     2000-5000人   https://www.liepin.com/company/9874217/   \n",
       "38         50-99人  https://www.liepin.com/company/13328275/   \n",
       "39         50-99人  https://www.liepin.com/company/12447389/   \n",
       "\n",
       "                                           job.labels  \\\n",
       "0                                   [to C, 电子商务, 消费品]   \n",
       "1                                                  []   \n",
       "2                                              [to B]   \n",
       "3                                              [to B]   \n",
       "4                                              [金融产品]   \n",
       "5                                                  []   \n",
       "6                                                  []   \n",
       "7                               [BD，业务，采购，, 酒店/旅行社合作]   \n",
       "8                      [支付产品, 支付行业, 产品设计, 用户研究, 产品规划]   \n",
       "9                                              [金融产品]   \n",
       "10  [AI人工智能产品, 增长产品, 电子/半导体/集成电路, 人工智能, 科研/技术服务, 制...   \n",
       "11                                             [金融产品]   \n",
       "12                           [产品设计, 需求分析, 产品规划, 交互设计]   \n",
       "13                          [需求分析, 产品设计, Axure, 售前产品]   \n",
       "14                           [产品研发, 售后精品, 汽车周边, 产品管理]   \n",
       "15                                                 []   \n",
       "16                         [酒店行业, 烟草酒水, 住宿/餐饮业, 旅游行业]   \n",
       "17                                          [有药品推广经验]   \n",
       "18                                             [市场调研]   \n",
       "19                                         [直播, 数据分析]   \n",
       "20                                                 []   \n",
       "21             [金融产品经理, 五险一金, 定期体检, 带薪年假, 专业培训, 绩效奖金]   \n",
       "22                                                 []   \n",
       "23                                               [产品]   \n",
       "24                                               [韩语]   \n",
       "25                                      [电商, 产品, 供应链]   \n",
       "26  [平台产品, 产品规划, 产品设计, Axure, 需求挖掘, 后台产品, 医疗行业, to...   \n",
       "27                                         [高教 硬件 产品]   \n",
       "28  [定价/竞价产品, 海外产品, 策略产品, 化妆品, 市场调研, 产品规划, 用户研究, 竞...   \n",
       "29                                    [高通量测序, 质谱, 组学]   \n",
       "30                             [金融产品, 风控产品, AI人工智能产品]   \n",
       "31  [需求分析, 产品设计, 流程设计, 产品优化, 金融产品, 基金产品, 中台产品, 后台产...   \n",
       "32                                 [基金类, 互联网金融类, 股票类]   \n",
       "33                                                 []   \n",
       "34                                                 []   \n",
       "35                                                 []   \n",
       "36                                [计算机软件, 产品规划, 数据挖掘]   \n",
       "37                                             [金融产品]   \n",
       "38                                               [医院]   \n",
       "39                                     [国企, 13薪, 年终奖]   \n",
       "\n",
       "                       job.title  ...  \\\n",
       "0                       eWMS产品经理  ...   \n",
       "1            产品经理（高级产品经理&资深产品经理）  ...   \n",
       "2             （储备）产品经理--20-22届本科  ...   \n",
       "3                       （储备）产品经理  ...   \n",
       "4                         金融产品经理  ...   \n",
       "5                          车产品经理  ...   \n",
       "6                           产品经理  ...   \n",
       "7                       酒店签约产品经理  ...   \n",
       "8                      储备干部—产品经理  ...   \n",
       "9                         金融产品经理  ...   \n",
       "10                     工业软件类产品经理  ...   \n",
       "11                    金融产品经理（荔湾）  ...   \n",
       "12                          产品经理  ...   \n",
       "13           广州～产品经理（留学背景）～年薪28万  ...   \n",
       "14                        综合产品经理  ...   \n",
       "15                        基金产品经理  ...   \n",
       "16                      境外酒店产品经理  ...   \n",
       "17                     学术专员，产品经理  ...   \n",
       "18                 产品经理（学术推广）-广东  ...   \n",
       "19                          产品经理  ...   \n",
       "20                          产品经理  ...   \n",
       "21  广发证券股份有限公司广州农林下路证券营业部-金融产品经理  ...   \n",
       "22         区域产品经理（mNGS）-西安/广州/上海  ...   \n",
       "23                        金融产品经理  ...   \n",
       "24                      韩国酒店产品经理  ...   \n",
       "25                 国际化电商-供应链产品经理  ...   \n",
       "26                        高级产品经理  ...   \n",
       "27                      智能硬件产品经理  ...   \n",
       "28                          产品经理  ...   \n",
       "29                          产品经理  ...   \n",
       "30                      金融数据产品经理  ...   \n",
       "31                          产品经理  ...   \n",
       "32                        基金产品经理  ...   \n",
       "33                      汽车金融产品经理  ...   \n",
       "34                        国际产品经理  ...   \n",
       "35                    广发证券金融产品经理  ...   \n",
       "36                          产品经理  ...   \n",
       "37                        金融产品经理  ...   \n",
       "38                          产品经理  ...   \n",
       "39                          产品经理  ...   \n",
       "\n",
       "                                       job.dataPromId job.requireEduLevel  \\\n",
       "0   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "1   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  大专   \n",
       "2   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "3   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  硕士   \n",
       "4   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "5   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "6   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "7   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...               中专/中技   \n",
       "8   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "9   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "10  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "11  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "12  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                学历不限   \n",
       "13  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "14  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "15  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "16  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  大专   \n",
       "17  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "18  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  硕士   \n",
       "19  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "20  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "21  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "22  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  硕士   \n",
       "23  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  大专   \n",
       "24  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  大专   \n",
       "25  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "26  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "27  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "28  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  大专   \n",
       "29  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  硕士   \n",
       "30  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "31  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "32  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  大专   \n",
       "33  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "34  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "35  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "36  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "37  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                统招本科   \n",
       "38  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "39  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...                  本科   \n",
       "\n",
       "    recruiter.recruiterName recruiter.recruiterTitle  \\\n",
       "0                       冯先生                Recruiter   \n",
       "1                       巢女士                       HR   \n",
       "2                       黎先生                       HR   \n",
       "3                       黎先生                       HR   \n",
       "4                       纪女士                            \n",
       "5                       覃女士                    信息化总监   \n",
       "6                       黄先生                     产品助理   \n",
       "7                       李先生                     运营总监   \n",
       "8                       陈女士                       HR   \n",
       "9                       谢先生                            \n",
       "10                      陈先生                            \n",
       "11                      李女士                            \n",
       "12                      屈女士                   人力资源专员   \n",
       "13                      龚女士                  招聘经理/主管   \n",
       "14                      齐先生                   产品部负责人   \n",
       "15                      范先生                   人力资源总监   \n",
       "16                      杨女士                            \n",
       "17                      冯先生                 南方分公司总经理   \n",
       "18                      杨女士                     招聘专员   \n",
       "19                      庞先生                     招聘顾问   \n",
       "20                      范先生                   人力资源总监   \n",
       "21                      余女士                     营销总监   \n",
       "22                      王女士             人力资源伙伴(HRBP)   \n",
       "23                      颜女士                       人事   \n",
       "24                      杨女士                            \n",
       "25                      黄女士                  招聘经理/主管   \n",
       "26                      黄女士                       总监   \n",
       "27                      周先生                       总监   \n",
       "28                      胡先生                     猎头顾问   \n",
       "29                      马女士                       HR   \n",
       "30                      曾先生                     产品总监   \n",
       "31                      王女士                    招聘负责人   \n",
       "32                      任先生                     人事经理   \n",
       "33                      辛女士                     HRBP   \n",
       "34                      娄先生                     HRBP   \n",
       "35                      周先生                            \n",
       "36                      陈先生                   其他语种翻译   \n",
       "37                      李女士                            \n",
       "38                      汪先生                      服务员   \n",
       "39                      胡先生          产品创新部副总经理（主持工作）   \n",
       "\n",
       "                      recruiter.imId recruiter.imUserType  recruiter.chatted  \\\n",
       "0   fadfc2ceb1f0029d4ad85438c465a917                    2              False   \n",
       "1   6ab9ed693b6c1c9ef72c2cb241b5d2db                    2              False   \n",
       "2   c819e8883726ef7e8f669bb17ec3d8eb                    2              False   \n",
       "3   c819e8883726ef7e8f669bb17ec3d8eb                    2              False   \n",
       "4   dfd87038bcffad82351ff05530f680dd                    2              False   \n",
       "5   a52981d937e43ae4351ff05530f680dd                    2              False   \n",
       "6   f07475d7118ceba61b4fb320fc878e26                    2              False   \n",
       "7   84d19e79d4adc2a504612e645251413c                    2              False   \n",
       "8   d0ae3dde372a86174383db9bf147ecbd                    2              False   \n",
       "9   b7b0d28a0fa67da1f4067025f1d6ce6f                    2              False   \n",
       "10  cde70153db2be71b46fdeacabc467e13                    2              False   \n",
       "11  a1326b4aa031c190160bef405ccde8ba                    2              False   \n",
       "12  ae4d6cfa4ade940c9b424d05e277c733                    2              False   \n",
       "13  f9d0def780266d5418a804205eca07ce                    2              False   \n",
       "14  0c36a1c214fef01084fd6902234556e6                    2              False   \n",
       "15  1f47205dfe869e16ee7b65a82243fe9b                    2              False   \n",
       "16  e2fcfbd34022bdbe8d0518f0e699d577                    2              False   \n",
       "17  d923c64c949977aa4a7a04e7d95591ea                    2              False   \n",
       "18  f8bf248bb5cd4ab8882b84a174d57208                    2              False   \n",
       "19  c8360f4548e3ad196c5c4f00792ec441                    2              False   \n",
       "20  1f47205dfe869e16ee7b65a82243fe9b                    2              False   \n",
       "21  d84cb81ad76214c4c5715bb95c1c6de6                    2              False   \n",
       "22  1fb3e61f8926f499f4067025f1d6ce6f                    2              False   \n",
       "23  f4bc28e61040dab1c93dddf05a795d5c                    2              False   \n",
       "24  e2fcfbd34022bdbe8d0518f0e699d577                    2              False   \n",
       "25  3243574f293a8d900e33f8ac54fbf39e                    2              False   \n",
       "26  92e4013889b441b5fdb07c5a03f49b8b                    2              False   \n",
       "27  1f3f288eab588bce947e89eb780464e7                    2              False   \n",
       "28  8293df70a31e423293e1abff31d45a23                    2              False   \n",
       "29  6067d2c624a88faaf0e943e3aa9ed4a9                    2              False   \n",
       "30  620a8f9c7cea1534b0b324cf6014f601                    2              False   \n",
       "31  5a4978f53b05f0284383db9bf147ecbd                    2              False   \n",
       "32  56fd98006a03185c4eb3c85621fabd5f                    2              False   \n",
       "33  bae16f032a7686744d9e7338a5c7bfca                    2              False   \n",
       "34  2ffa8fb08c70eb0af7021d47b9950d0b                    2              False   \n",
       "35  89fc4deb60552f583417a188cf69ded9                    2              False   \n",
       "36  c36057184e0696cc4972a0b8938edc49                    2              False   \n",
       "37  02e35f2a08b9fc5c3fdfd48a60fa880f                    2              False   \n",
       "38  ad1153524f4737fa4b595caf25f6eb7a                    2              False   \n",
       "39  cfb884197789c25a966d2c65245014c5                    2              False   \n",
       "\n",
       "               recruiter.recruiterId         recruiter.recruiterPhoto  \\\n",
       "0   f7de5de3cbf7fd89b9bfda7f445931e2  63a9534728c57209b0f4aa0505u.png   \n",
       "1   5f7637977411b86467332ec93bce4deb  5f8f9866dfb13a7dee342f1808u.jpg   \n",
       "2   5101bdeab7487e5c1d0a1fdec36fba93  5f8f986bdfb13a7dee342f2108u.jpg   \n",
       "3   5101bdeab7487e5c1d0a1fdec36fba93  5f8f986bdfb13a7dee342f2108u.jpg   \n",
       "4   7ca01ec408ef1d30ae8e48b4e676e58b  5f8f9866dfb13a7dee342f1808u.jpg   \n",
       "5   4c1479d6012e7b86caa970d322aac25f  5f8f9866dfb13a7dee342f1808u.jpg   \n",
       "6   e2c8dc64bf6351839e99cda7b2bf580a  5f8f986bdfb13a7dee342f2108u.jpg   \n",
       "7   b4e202c249d928a12ab21b867543c76b  603486248f5866739fffda8207u.png   \n",
       "8   913622d8dc81eb0e78ae6c25a4ad1833  5f8f986779c7cc70efbf36c008u.jpg   \n",
       "9   b7b40e6c60ce3f83edfb03140d359c64  5f8f986c79c7cc70efbf36c808u.jpg   \n",
       "10  bff8ec01d90be3ea5ed16923a471d079  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "11  9d9295f7a1f638c6236e426b5716e306  5f8f9865ea60860b75384fa508u.jpg   \n",
       "12  d240723b0e912c8397fdbbeae47fcb1b  5f8f9866dfb13a7dee342f1808u.jpg   \n",
       "13  a5d05993b050ad56f68528d02718593c  627604679b71fd2f760f43b307u.png   \n",
       "14  2d5b7f3f9079eb1510d3dc2c58900bee  640aef4747903463b532bd2c01u.png   \n",
       "15  9ba47e9cb781604871dc722f3e2cde0f  5f8f986aea60860b75384fab08u.jpg   \n",
       "16  ac53287cf887cb447b2552f18be0733a  5f8f9863f6d1ab58476f246a08u.jpg   \n",
       "17  d2ac9a8cac5bbad3e8c85cbad3b5eaf1  60fa5ce8df272149fdbf40d404u.png   \n",
       "18  8a61e0b7e42060b225a8a83c0cbc4e49  5f8f9865ea60860b75384fa508u.jpg   \n",
       "19  aad3d8eccb18b5d98f883f916cd83b3b  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "20  9ba47e9cb781604871dc722f3e2cde0f  5f8f986aea60860b75384fab08u.jpg   \n",
       "21  15e0f493a55c14bb6f3493ae47691f5b  5f8f9865ea60860b75384fa508u.jpg   \n",
       "22  6a7083e1f3e2922d3b5fb2b9a2385c0d  5f8f986779c7cc70efbf36c008u.jpg   \n",
       "23  93f83bf9782514f16a294ddee29b6df1  6353b3472543000378bf170d06u.png   \n",
       "24  ac53287cf887cb447b2552f18be0733a  5f8f9863f6d1ab58476f246a08u.jpg   \n",
       "25  5b9ab7c2faadaf65ab11eb16ab3fb853  5f8f9865ea60860b75384fa508u.jpg   \n",
       "26  4e366650a4524c9c02563d153d186cb7  5f8f9863f6d1ab58476f246a08u.jpg   \n",
       "27  035019597e87d5ef086c23f9697d1904  61b86c40e24e9163b57e2e6907u.png   \n",
       "28  724911bf520dc40d8f99608c7d1ee0af  63e98cf04b15ad2cab01b29804u.png   \n",
       "29  b6316bedce83f31ea70e655910d89215  5f8f98648dbe6273dcf8515508u.jpg   \n",
       "30  2163b67679c30c9e978371017cab98df  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "31  016401daaa0cb71506c5ac9f0884a611  5f8f986779c7cc70efbf36c008u.jpg   \n",
       "32  fbacd66b8dfcad85902603f9a39d9d15  636211157f270e6a8bfd345002u.png   \n",
       "33  046651172d64e09f5d02a9af6547b82b  5f8f9863f6d1ab58476f246a08u.jpg   \n",
       "34  76fd9923d36f29acbba676ac01c0312a  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "35  979e59e135a854bf967bde6368a9a19c  5f8f9868f6d1ab58476f24a008u.jpg   \n",
       "36  2f49d3dfa934a160d47ac53f904b0a35  5f8f986aea60860b75384fab08u.jpg   \n",
       "37  669e5f90772d8c1feb368512b0f92d2f  5f8f9865ea60860b75384fa508u.jpg   \n",
       "38  8d854a54839b5e4540bd293bbc773165  5f8f986aea60860b75384fab08u.jpg   \n",
       "39  d011cf1ea9220037dae4678703cb61f9  5f8f9868f6d1ab58476f24a008u.jpg   \n",
       "\n",
       "   comp.compStage  \n",
       "0             NaN  \n",
       "1             NaN  \n",
       "2              B轮  \n",
       "3              B轮  \n",
       "4            港股上市  \n",
       "5             NaN  \n",
       "6            战略投资  \n",
       "7           融资未公开  \n",
       "8             NaN  \n",
       "9            港股上市  \n",
       "10            NaN  \n",
       "11           港股上市  \n",
       "12         沪深A股上市  \n",
       "13            NaN  \n",
       "14             B轮  \n",
       "15            NaN  \n",
       "16            NaN  \n",
       "17           战略投资  \n",
       "18         沪深A股上市  \n",
       "19            NaN  \n",
       "20            NaN  \n",
       "21          融资未公开  \n",
       "22             A轮  \n",
       "23          融资未公开  \n",
       "24            NaN  \n",
       "25             其他  \n",
       "26         沪深A股上市  \n",
       "27           战略投资  \n",
       "28            NaN  \n",
       "29             B轮  \n",
       "30            天使轮  \n",
       "31             其他  \n",
       "32            NaN  \n",
       "33           美股上市  \n",
       "34            NaN  \n",
       "35           港股上市  \n",
       "36          科创板上市  \n",
       "37           港股上市  \n",
       "38            NaN  \n",
       "39            NaN  \n",
       "\n",
       "[40 rows x 29 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(产品经理_应届_广州[\"data\"][\"data\"][\"jobCardList\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "08d4a471",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'data': {'jobCardList': [{'comp': {'compId': 873330,\n",
       "      'compIndustry': '日化',\n",
       "      'compLogo': '54d1e9c6712e7147fd813b3801a.png',\n",
       "      'compName': '广州宝洁有限公司',\n",
       "      'compScale': '10000人以上',\n",
       "      'link': 'https://www.liepin.com/company/873330/'},\n",
       "     'job': {'labels': ['to C', '电子商务', '消费品'],\n",
       "      'title': 'eWMS产品经理',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230329163039',\n",
       "      'advViewFlag': False,\n",
       "      'jobId': '57001973',\n",
       "      'salary': '20-40k·14薪',\n",
       "      'dq': '广州-天河区',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/job/1957001973.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&fkId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&ckId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&sfrom=search_job_pc&curPage=0&pageSize=40&index=0',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'recruiterName': '冯先生',\n",
       "      'recruiterTitle': 'Recruiter',\n",
       "      'imId': 'fadfc2ceb1f0029d4ad85438c465a917',\n",
       "      'imUserType': '2',\n",
       "      'chatted': False,\n",
       "      'recruiterId': 'f7de5de3cbf7fd89b9bfda7f445931e2',\n",
       "      'recruiterPhoto': '63a9534728c57209b0f4aa0505u.png'},\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"f7de5de3cbf7fd89b9bfda7f445931e2\",\"recruiterName\":\"冯先生\",\"imId\":\"fadfc2ceb1f0029d4ad85438c465a917\",\"imUserType\":\"2\",\"jobId\":\"57001973\",\"recruiterPhoto\":\"63a9534728c57209b0f4aa0505u.png\"}',\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22fkId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22jobId%22%3A%2257001973%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compId': 13103111,\n",
       "      'compIndustry': '食品/饮料/酒水',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '广州奥昆食品有限公司',\n",
       "      'compScale': '1000-2000人',\n",
       "      'link': 'https://www.liepin.com/company/13103111/'},\n",
       "     'job': {'labels': [],\n",
       "      'title': '产品经理（高级产品经理&资深产品经理）',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230331105047',\n",
       "      'advViewFlag': False,\n",
       "      'jobId': '57448565',\n",
       "      'salary': '9-20k',\n",
       "      'dq': '广州-南沙区',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/job/1957448565.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&fkId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&ckId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&sfrom=search_job_pc&curPage=0&pageSize=40&index=1',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'recruiter': {'recruiterName': '巢女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'imId': '6ab9ed693b6c1c9ef72c2cb241b5d2db',\n",
       "      'imUserType': '2',\n",
       "      'chatted': False,\n",
       "      'recruiterId': '5f7637977411b86467332ec93bce4deb',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg'},\n",
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       "    {'comp': {'compId': 12691289,\n",
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       "    {'comp': {'compId': 9874217,\n",
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       "      'link': 'https://www.liepin.com/company/9874217/'},\n",
       "     'job': {'labels': ['金融产品'],\n",
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       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=9&skId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&fkId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&ckId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&sfrom=search_job_pc&curPage=0&pageSize=40&index=9',\n",
       "      'requireEduLevel': '统招本科'},\n",
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       "    {'comp': {'compId': 13271473,\n",
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       "    {'comp': {'compId': 9874217,\n",
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       "    {'comp': {'compId': 8547388,\n",
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       "    {'comp': {'compId': 13304915,\n",
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       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22fkId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22jobId%22%3A%2256880719%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compId': 12322507,\n",
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       "    {'comp': {'compId': 12832725,\n",
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       "    {'comp': {'compId': 7863078,\n",
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       "    {'comp': {'compId': 8620614,\n",
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       "    {'comp': {'compId': 13185809,\n",
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       "     'job': {'labels': ['金融产品', '风控产品', 'AI人工智能产品'],\n",
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       "    {'comp': {'compId': 9368866,\n",
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       "    {'comp': {'compId': 8908817,\n",
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       "    {'comp': {'compId': 1070270,\n",
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       "     'recruiter': {'recruiterName': '陈先生',\n",
       "      'recruiterTitle': '其他语种翻译',\n",
       "      'imId': 'c36057184e0696cc4972a0b8938edc49',\n",
       "      'imUserType': '2',\n",
       "      'chatted': False,\n",
       "      'recruiterId': '2f49d3dfa934a160d47ac53f904b0a35',\n",
       "      'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg'},\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"2f49d3dfa934a160d47ac53f904b0a35\",\"recruiterName\":\"陈先生\",\"imId\":\"c36057184e0696cc4972a0b8938edc49\",\"imUserType\":\"2\",\"jobId\":\"54696141\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}',\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22fkId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22jobId%22%3A%2254696141%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compId': 9874217,\n",
       "      'compIndustry': '基金/证券/期货',\n",
       "      'compStage': '港股上市',\n",
       "      'compLogo': '60ab7b474005a2070875f99702u.png',\n",
       "      'compName': '广发证券股份有限公司广州分公司',\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/9874217/'},\n",
       "     'job': {'labels': ['金融产品'],\n",
       "      'title': '金融产品经理',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20221201153246',\n",
       "      'advViewFlag': False,\n",
       "      'jobId': '53924103',\n",
       "      'salary': '5-10k',\n",
       "      'dq': '广州-天河区',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/job/1953924103.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=37&skId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&fkId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&ckId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&sfrom=search_job_pc&curPage=0&pageSize=40&index=37',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'recruiterName': '李女士',\n",
       "      'recruiterTitle': '',\n",
       "      'imId': '02e35f2a08b9fc5c3fdfd48a60fa880f',\n",
       "      'imUserType': '2',\n",
       "      'chatted': False,\n",
       "      'recruiterId': '669e5f90772d8c1feb368512b0f92d2f',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'},\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"669e5f90772d8c1feb368512b0f92d2f\",\"recruiterName\":\"李女士\",\"imId\":\"02e35f2a08b9fc5c3fdfd48a60fa880f\",\"imUserType\":\"2\",\"jobId\":\"53924103\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22fkId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22jobId%22%3A%2253924103%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compId': 13328275,\n",
       "      'compIndustry': '医疗器械',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '广州市雨锦高新科技有限公司',\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/13328275/'},\n",
       "     'job': {'labels': ['医院'],\n",
       "      'title': '产品经理',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20221206170830',\n",
       "      'advViewFlag': False,\n",
       "      'jobId': '54917713',\n",
       "      'salary': '6-11k·13薪',\n",
       "      'dq': '广州-番禺区',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/job/1954917713.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=38&skId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&fkId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&ckId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&sfrom=search_job_pc&curPage=0&pageSize=40&index=38',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'recruiterName': '汪先生',\n",
       "      'recruiterTitle': '服务员',\n",
       "      'imId': 'ad1153524f4737fa4b595caf25f6eb7a',\n",
       "      'imUserType': '2',\n",
       "      'chatted': False,\n",
       "      'recruiterId': '8d854a54839b5e4540bd293bbc773165',\n",
       "      'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg'},\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"8d854a54839b5e4540bd293bbc773165\",\"recruiterName\":\"汪先生\",\"imId\":\"ad1153524f4737fa4b595caf25f6eb7a\",\"imUserType\":\"2\",\"jobId\":\"54917713\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}',\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22fkId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22jobId%22%3A%2254917713%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compId': 12447389,\n",
       "      'compIndustry': '专业技术服务',\n",
       "      'compLogo': '61c1924e642c8c0bf718876205u.png',\n",
       "      'compName': '广金征信',\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/12447389/'},\n",
       "     'job': {'labels': ['国企', '13薪', '年终奖'],\n",
       "      'title': '产品经理',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230209181306',\n",
       "      'advViewFlag': False,\n",
       "      'jobId': '55978801',\n",
       "      'salary': '9-14k·13薪',\n",
       "      'dq': '广州-天河区',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/job/1955978801.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&fkId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&ckId=dj1o3t78uph5s0zc64vl5kprzlzwkw68&sfrom=search_job_pc&curPage=0&pageSize=40&index=39',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'recruiterName': '胡先生',\n",
       "      'recruiterTitle': '产品创新部副总经理（主持工作）',\n",
       "      'imId': 'cfb884197789c25a966d2c65245014c5',\n",
       "      'imUserType': '2',\n",
       "      'chatted': False,\n",
       "      'recruiterId': 'd011cf1ea9220037dae4678703cb61f9',\n",
       "      'recruiterPhoto': '5f8f9868f6d1ab58476f24a008u.jpg'},\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"d011cf1ea9220037dae4678703cb61f9\",\"recruiterName\":\"胡先生\",\"imId\":\"cfb884197789c25a966d2c65245014c5\",\"imUserType\":\"2\",\"jobId\":\"55978801\",\"recruiterPhoto\":\"5f8f9868f6d1ab58476f24a008u.jpg\"}',\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22fkId%22%3A%22dj1o3t78uph5s0zc64vl5kprzlzwkw68%22%2C%22jobId%22%3A%2255978801%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'}],\n",
       "   'compList': []},\n",
       "  'pagination': {'totalPage': 10,\n",
       "   'pageSize': 40,\n",
       "   'currentPage': 0,\n",
       "   'totalCounts': 450,\n",
       "   'hasNext': False},\n",
       "  'passThroughData': {'sfrom': 'search_job_pc',\n",
       "   'ckId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "   'scene': 'input',\n",
       "   'skId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68',\n",
       "   'fkId': 'dj1o3t78uph5s0zc64vl5kprzlzwkw68'}}}"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9b8d2ff9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'{\"flag\":1,\"data\":{\"data\":{\"jobCardList\":[{\"comp\":{\"compId\":873330,\"compIndustry\":\"日化\",\"compLogo\":\"54d1e9c6712e7147fd813b3801a.png\",\"compName\":\"广州宝洁有限公司\",\"compScale\":\"10000人以上\",\"link\":\"https://www.liepin.com/company/873330/\"},\"job\":{\"labels\":[\"to 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      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d8559119",
   "metadata": {},
   "outputs": [],
   "source": [
    "sel = 'div.jsx-2297469327 job-card-pc-container'\n",
    "contents = r.html.find(sel)\n",
    "print(contents)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f3252254",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
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    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
